Paper Citation Record · LEDGER

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2501.02969.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.02969 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:07:02.854086Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:03:31.678448Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T14:03:35.527719Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy5
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96cd1553-6a8b-4bcf-9399-b8787af1e7fa · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.427679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f768314-e0a5-4b3a-a5a1-64027fbb51c6 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.415662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 298f5716-def5-4765-8459-070f08d39b18 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.690229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60dabf6-e0d1-4019-a8bd-e12592b3dd16 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.693999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b3da55f-28fd-49f6-903d-aef781e12cdc · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.390050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ac11ef6-3364-4e5e-98bf-0732dc5e4a98 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.378369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b2e6f734-8bc1-457e-9154-ae79a4f0d11a · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.366944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2afd809-53de-4beb-a59f-be00b29fe2d8 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.355765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7a743e9a-d375-4fad-b1c6-a492a1d054fe · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.342851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 583f672e-0365-454c-b6ee-5213a5a23fc2 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.718105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1e14e58-127f-4bcf-8bf7-b6538695be44 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.320194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 90378f4c-701d-4afb-b493-9e4f8b18d4f1 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.306670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0aff7353-efec-4592-b40c-a39d58b88b91 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.294596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7795d246-2cfe-4a74-81d3-ea57cd870819 · outbound

This paper cites N.; and Welling, M.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views N.; and Welling, M

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.733533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfddc8a-11a6-4176-a480-0f38e0d371bb · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.273001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57f6f762-dc6d-4b82-8497-726ba1aa0626 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.261230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 64d1b080-9c9f-4f4d-8081-c0d236c900a1 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.249093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d52c02cb-4902-43ad-b312-d0d3e76cd2ea · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.237022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b1271e78-481d-4488-bb6d-2cbb911c4955 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.223338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ec27d8d0-bfe6-428a-94dc-335cf0b2bf3a · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.209911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8abe5b81-c980-42a9-849d-eaee552a9845 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.196952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 218ebef8-cd9b-475a-a583-9debc266832d · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.765763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10e252e2-f4bb-4126-8d69-5c494fa2b4ee · outbound

This paper cites Revisiting Graph Neural Networks: All We Have is Low-Pass Filters.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Revisiting Graph Neural Networks: All We Have is Low-Pass Filters

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.769303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 409a9521-d196-47f7-a8ef-1875b374873a · outbound

This paper cites C.-C.; Lei, Y.; and Yang, B.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views C.-C.; Lei, Y.; and Yang, B

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:07:03.174677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 88488ab8-851e-42bb-a417-5086c46f26f3 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.162555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fb35f22-aef2-4c34-8e86-4ec4975f22a1 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.780767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 741a2b05-bebc-4c7f-8cef-4abea7e9e4e7 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.143669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5180f91e-a467-4146-985b-a470e7ba4f1b · outbound

This paper cites G.; Azabou, M.; Dyer, E.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views G.; Azabou, M.; Dyer, E

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:07:03.132495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd57542b-9864-41f0-bc43-ebcb56d175ab · outbound

This paper cites L.; Li \` o , P.; Bengio, Y.; and Hjelm, R.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views L.; Li \` o , P.; Bengio, Y.; and Hjelm, R

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:07:03.119531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ae72c3df-81d0-401e-bae8-76a7f9390ee0 · outbound

This paper cites V.; and Ye, M.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views V.; and Ye, M

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:07:03.104443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 66a72580-36f1-4794-abec-a12e97b0b799 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.090413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a6c31192-48fa-41fd-a56c-acf444692584 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.069542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7d68c1c9-176a-4295-85f9-c2d72ccbbb69 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.051013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9cb79864-1f17-4da0-a82d-332220f30896 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.036779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a48c5783-2454-4c2d-ab62-7672a98e71d8 · outbound

This paper cites F.; Han, J.; and Tong, H.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views F.; Han, J.; and Tong, H

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:07:03.019853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cdd4d036-decc-49d8-b7ad-1b4d05b828d0 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:03.001031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dd06f5e1-9217-4825-b2c7-20825d7ec6c0 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.823440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c34796-b96a-4a97-996e-768aff917d55 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:02.974753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7d52f341-c6b7-474d-a392-ec089d11ac22 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:02.961136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4bce1481-7da5-4986-b8fc-f30bbb41c21a · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:02.942584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7192a26a-75eb-416b-b5f4-957236932d21 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:02.929559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85e6ccad-6eae-4287-8db4-7f38641b9020 · outbound

This paper cites an unresolved cited work.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:07:02.915486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 58d89645-71e0-41c8-bf79-334c14988a66 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views , " * write output.state after.block = add.period write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.849723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0613338-64f3-4869-99e7-efc10f94a527 · outbound

This paper cites write newline.

LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T22:07:02.854086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e65d42f5-6b53-405e-8269-fc3016471685 · inbound

Spatiotemporal Causal Decoupling Model for Air Quality Forecasting cites this paper.

Spatiotemporal Causal Decoupling Model for Air Quality Forecasting LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:03:35.607241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.